发现优秀的 MCP 服务器

brainMD

Local-first markdown vault with a built-in MCP server (streamable HTTP). 16 tools and 2 resources for Claude Code / Desktop / Cursor: read/write/search plus context_for_query, find_orphans, weekly_digest, compare_notes, semantic_outline. Per-folder agent permissions, LanceDB vectors, local Xenova ONNX embedder swappable to Ollama. Single Bun binary. AGPL.

polymarket-trader-mcp

Trade, analyze, and automate Polymarket prediction markets via AI. 34 tools for direct trading, smart money flow, copy trading, backtest, and portfolio management.

jira-mcp

A Model Context Protocol (MCP) server that integrates with Atlassian Jira to search issues, retrieve details, access comments, create new issues, and update issues.

Remote MCP Server (Authless)

Enables deployment of a remote MCP server on Cloudflare Workers without authentication, allowing connection from AI Playground or Claude Desktop.

ScoutlyMCP

Enables AI assistants to retrieve SMS messages from Android devices via ADB.

SocialData MCP Server

SocialData MCP Server

Math MCP Server

Exposes a broad mathematics toolkit including symbolic algebra, calculus, numerical methods, linear algebra, statistics, discrete math, graph theory, rendering, and optional GPU acceleration via MCP tools for use with Claude Desktop and other MCP hosts.

Amazon PA-API MCP Service

Enables interaction with Amazon's Product Advertising API to search for and retrieve product information from Amazon marketplaces. Supports multiple Amazon regions and marketplaces with configurable host, region, and partner credentials.

Claude Chunks

一个 MCP 服务器，能够智能地将大型文档分块，以便 Claude 高效地进行上下文感知的处理和摘要生成，从而增强文档理解能力。 (Alternatively, a slightly more literal translation:) 一个 MCP 服务器，它能智能地将大型文档分割成块，使 Claude 能够进行高效的、上下文感知的处理和生成摘要，从而提升文档的理解能力。

Graph Memory MCP

Enables AI agents to build and query a persistent knowledge graph with entities, relationships, and observations. Features a core index system that ensures critical information is always accessible across all memory operations.

telemcp

An MCP server that gives AI assistants read-only access to your personal Telegram account via MTProto, enforcing a whitelist of allowed chats and never marking messages as read.

python-docs-mcp-server

Python Docs MCP Server gives AI coding agents local access to the official Python standard library docs. It can look up docs by Python version, return specific sections, and keep answers compact for clients like Claude Desktop, Cursor, and Codex. It runs without API keys or a hosted service.

Refunc MCP Server

Refunc 模型上下文协议服务器

image-tools-mcp

图像工具 MCP 是一个模型上下文协议 (MCP) 服务，它使用 TinyPNG API 从 URL 和本地文件中检索图像尺寸并压缩图像。它支持将图像转换为 webp、jpeg/jpg 和 png 等格式，并提供有关宽度、高度、类型和压缩的详细信息。

ssh-mcp

Enables AI assistants to execute shell commands and transfer files via SFTP across remote servers using existing SSH configurations. It supports parallel execution on server groups and provides built-in safety warnings for potentially destructive commands.

total-recall

Persistent, cross-tool memory for AI coding assistants, enabling context retention across sessions, tools, and devices with a three-tier memory model and hybrid search.

Auto Favicon MCP Server

Automatically generates complete favicon sets from PNG images or URLs, creating multiple sizes, ICO files, Apple touch icons, and manifest.json for web applications.

Pixabay MCP Server

一个模型上下文协议服务器，它允许使用查询参数在 Pixabay 上搜索图像，并返回包含图像 URL 和元数据的格式化结果。

detrix

Detrix is an agentic debugger. Watch any variable at any line, zero code changes during debugging Local or cloud - same workflow for Docker containers and remote hosts Python, Go, Rust - observation points capture values without pausing, without restarting

Neo4j MCP Server

Neo4j MCP 服务器 - 用于 Neo4j 数据库操作的微服务

Pixoo MCP Server

Enables programmatic control of Divoom Pixoo LED matrices to display layered pixel art, animations, and hardware-rendered scrolling text. Users can compose complex visual scenes, push images, and manage device settings like brightness and channels through an LLM.

Angi MCP Server

Enables users to find home service professionals, get home improvement advice, and request quotes through Angi integration.

Google Workspace MCP Server

A complete MCP server integrating Gmail and Google Docs, enabling email management (list, send, search, reply) and document operations (create, edit, search, share) through natural language.

Python MCP Custom Server

Extends Claude Desktop with custom tools for file management, system operations, and command execution. Supports creating/reading/deleting files, directory listing, system information retrieval, and file searching capabilities.

Weather MCP Server

Provides real-time US weather alerts and forecasts using the National Weather Service API.

Obsidian MCP Server

Turn your Obsidian vaults into structured context sources for Claude Desktop with multi-vault support, heading-based editing, and token-efficient search.

Rememberizer Vector Store MCP Server

Enables LLMs to interact with Rememberizer Vector Store for semantic search, document creation, deletion, and modification.

PostgreSQL MCP Server

Enables AI assistants to safely interact with PostgreSQL databases through read-only operations, providing schema discovery, table inspection, and query execution capabilities with structured context awareness.

w8s-astro-mcp

A personal astrological server that provides high-precision tools for generating natal charts, transits, and relationship charts using a queryable SQLite database. It enables users to manage multiple profiles, track historical transits, and perform electional astrology for planning events.